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COPY THE PROMPT
Copy the prompt into your AI agent. It reviews the work you authorize.
Lithi connects computing work with Macs people already own. You approve the price, and Mac owners choose when to help.
Works with
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Copy the prompt into your AI agent. It reviews the work you authorize.
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Your agent suggests suitable tasks and shows what they could cost.
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You decide whether to stop with the estimate or ask your agent to help with setup.
Example job
A business sends a batch of work. Suitable Macs process separate parts. Lithi checks the results and returns them together.
A business sends a batch of work. Suitable Macs process separate parts. Lithi checks the results and returns them together.
Customer sends

Participating Macs
How can Lithi help?
Start with repeatable work. Your agent checks which tasks fit Lithi.
Put thousands of prompts through the model you choose.
Check answers for accuracy before you rely on them.
Tag and sort training data with one set of rules.
AI evaluation
Ask each model the same questions. Compare the answers using one set of scoring rules. See where the models disagree.
Compare candidates on the same test set.
Re-run the same tests and see what changed.
Send disputed answers to a person for review.
Translation
Send your content library as one batch. Lithi checks the translations and returns them organized by language.
Prepare one library for every language you sell in.
Prepare translations for one video or podcast series.
Translate training sets without losing labels or structure.
Meeting intelligence
Send the recordings you want to review. Get a list of decisions, who’s responsible and quotes showing what was agreed.
Turn a quarter of calls into one decision list.
Compare fifty interviews and find where people agree.
Search what was said, with the timestamp attached.
Document intelligence
Send the documents you want to review. Get extracted information linked to the page it came from.
Read totals, dates and names out of statements.
Find the clause that differs across two hundred files.
Turn a library of PDFs into a sortable table.
Data preparation
Send the messy export. Get back tidy, labeled rows and a record of what changed.
Remove duplicates and fix formats without losing labels.
Check whether your exported data fits the new system before you move it.
Make names, dates and units match across sources.
Machine learning
Test supported models on compatible Macs. Compare their performance. Each result includes the inputs and test conditions.
Test two versions of a model on real hardware.
Run the same benchmark on every release.
See how one model behaves across a range of machines.
Apple testing
Send your builds and tests together. Get the result, logs and files from each run.
Collect build and test evidence on approved Macs.
Run checks for each pull request independently.
Check one build against several macOS versions at once.
Podcast and video
Send a whole season at once. Get transcripts, clips and supporting text for each episode.
Turn years of episodes into text people can find.
Prepare chapters and cuts while the edit is fresh.
Prepare clips and text from one recording for the channels you use.
RAG data
Send the documents your agent needs to use. Get prepared sections linked to their source pages, so your agent can cite them.
Answer from your own documents, with sources attached.
Split years of wikis without losing headings or structure.
Follow any answer back to the page behind it.
Code quality
Share the code you’re allowed to provide. Get findings and suggested changes to review with your agent.
Review a planned change across the code you choose to share.
Find gaps in test coverage and review proposed checks.
Group repeated findings so your agent can review the changes.
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Workflow 1 of 11: How Lithi can help
Encryption
Lithi keeps task content encrypted while it moves through the network.
Read how encryption protects your data and where its limits apply.
Still have a question?
Bring AI work to Lithi, or let your Mac help run it.